Dataset statistics
| Number of variables | 27 |
|---|---|
| Number of observations | 18 |
| Missing cells | 58 |
| Missing cells (%) | 11.9% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 3.9 KiB |
| Average record size in memory | 223.1 B |
Variable types
| Categorical | 3 |
|---|---|
| Numeric | 24 |
number_of_countries is highly correlated with aminoglycosides_tonnes and 21 other fields | High correlation |
aminoglycosides_tonnes is highly correlated with number_of_countries and 16 other fields | High correlation |
amphenicols_tonnes is highly correlated with number_of_countries and 16 other fields | High correlation |
arsenicals_tonnes is highly correlated with number_of_countries and 12 other fields | High correlation |
cephalosporins__all_generations_tonnes is highly correlated with number_of_countries and 16 other fields | High correlation |
1_2_gen__cephalosporins_tonnes is highly correlated with number_of_countries and 17 other fields | High correlation |
3_4_gen_cephalosporins_tonnes is highly correlated with number_of_countries and 18 other fields | High correlation |
fluoroquinolones_tonnes is highly correlated with number_of_countries and 16 other fields | High correlation |
glycopeptides_tonnes is highly correlated with nitrofurans_tonnes | High correlation |
glycophospholipids_tonnes is highly correlated with number_of_countries and 9 other fields | High correlation |
lincosamides_tonnes is highly correlated with number_of_countries and 21 other fields | High correlation |
macrolides_tonnes is highly correlated with number_of_countries and 21 other fields | High correlation |
nitrofurans_tonnes is highly correlated with number_of_countries and 13 other fields | High correlation |
orthosomycins_tonnes is highly correlated with number_of_countries and 15 other fields | High correlation |
other_quinolones_tonnes is highly correlated with number_of_countries and 15 other fields | High correlation |
penicillins_tonnes is highly correlated with number_of_countries and 20 other fields | High correlation |
pleuromutilins_tonnes is highly correlated with number_of_countries and 20 other fields | High correlation |
polypeptides_tonnes is highly correlated with number_of_countries and 15 other fields | High correlation |
quinoxalines_tonnes is highly correlated with arsenicals_tonnes and 12 other fields | High correlation |
streptogramins_tonnes is highly correlated with number_of_countries and 13 other fields | High correlation |
sulfonamides__including_trimethoprim_tonnes is highly correlated with number_of_countries and 17 other fields | High correlation |
tetracyclines_tonnes is highly correlated with number_of_countries and 21 other fields | High correlation |
others_tonnes is highly correlated with number_of_countries and 22 other fields | High correlation |
aggregated_class_data_tonnes is highly correlated with number_of_countries and 19 other fields | High correlation |
total_antimicrobials_tonnes is highly correlated with number_of_countries and 22 other fields | High correlation |
number_of_countries is highly correlated with aminoglycosides_tonnes and 21 other fields | High correlation |
aminoglycosides_tonnes is highly correlated with number_of_countries and 21 other fields | High correlation |
amphenicols_tonnes is highly correlated with number_of_countries and 20 other fields | High correlation |
arsenicals_tonnes is highly correlated with number_of_countries and 22 other fields | High correlation |
cephalosporins__all_generations_tonnes is highly correlated with number_of_countries and 20 other fields | High correlation |
1_2_gen__cephalosporins_tonnes is highly correlated with number_of_countries and 21 other fields | High correlation |
3_4_gen_cephalosporins_tonnes is highly correlated with number_of_countries and 19 other fields | High correlation |
fluoroquinolones_tonnes is highly correlated with number_of_countries and 21 other fields | High correlation |
glycopeptides_tonnes is highly correlated with number_of_countries and 16 other fields | High correlation |
glycophospholipids_tonnes is highly correlated with number_of_countries and 23 other fields | High correlation |
lincosamides_tonnes is highly correlated with number_of_countries and 21 other fields | High correlation |
macrolides_tonnes is highly correlated with number_of_countries and 23 other fields | High correlation |
nitrofurans_tonnes is highly correlated with number_of_countries and 23 other fields | High correlation |
orthosomycins_tonnes is highly correlated with number_of_countries and 23 other fields | High correlation |
other_quinolones_tonnes is highly correlated with number_of_countries and 21 other fields | High correlation |
penicillins_tonnes is highly correlated with number_of_countries and 21 other fields | High correlation |
pleuromutilins_tonnes is highly correlated with number_of_countries and 21 other fields | High correlation |
polypeptides_tonnes is highly correlated with number_of_countries and 23 other fields | High correlation |
quinoxalines_tonnes is highly correlated with arsenicals_tonnes and 9 other fields | High correlation |
streptogramins_tonnes is highly correlated with arsenicals_tonnes and 9 other fields | High correlation |
sulfonamides__including_trimethoprim_tonnes is highly correlated with number_of_countries and 21 other fields | High correlation |
tetracyclines_tonnes is highly correlated with number_of_countries and 23 other fields | High correlation |
others_tonnes is highly correlated with number_of_countries and 23 other fields | High correlation |
aggregated_class_data_tonnes is highly correlated with number_of_countries and 20 other fields | High correlation |
total_antimicrobials_tonnes is highly correlated with number_of_countries and 22 other fields | High correlation |
number_of_countries is highly correlated with aminoglycosides_tonnes and 15 other fields | High correlation |
aminoglycosides_tonnes is highly correlated with number_of_countries and 14 other fields | High correlation |
amphenicols_tonnes is highly correlated with number_of_countries and 14 other fields | High correlation |
arsenicals_tonnes is highly correlated with glycophospholipids_tonnes and 8 other fields | High correlation |
cephalosporins__all_generations_tonnes is highly correlated with number_of_countries and 15 other fields | High correlation |
1_2_gen__cephalosporins_tonnes is highly correlated with number_of_countries and 14 other fields | High correlation |
3_4_gen_cephalosporins_tonnes is highly correlated with number_of_countries and 17 other fields | High correlation |
fluoroquinolones_tonnes is highly correlated with number_of_countries and 14 other fields | High correlation |
glycophospholipids_tonnes is highly correlated with arsenicals_tonnes and 4 other fields | High correlation |
lincosamides_tonnes is highly correlated with number_of_countries and 18 other fields | High correlation |
macrolides_tonnes is highly correlated with number_of_countries and 20 other fields | High correlation |
nitrofurans_tonnes is highly correlated with number_of_countries and 10 other fields | High correlation |
orthosomycins_tonnes is highly correlated with arsenicals_tonnes and 10 other fields | High correlation |
other_quinolones_tonnes is highly correlated with number_of_countries and 14 other fields | High correlation |
penicillins_tonnes is highly correlated with number_of_countries and 15 other fields | High correlation |
pleuromutilins_tonnes is highly correlated with number_of_countries and 19 other fields | High correlation |
polypeptides_tonnes is highly correlated with number_of_countries and 14 other fields | High correlation |
quinoxalines_tonnes is highly correlated with arsenicals_tonnes and 6 other fields | High correlation |
streptogramins_tonnes is highly correlated with arsenicals_tonnes and 11 other fields | High correlation |
sulfonamides__including_trimethoprim_tonnes is highly correlated with number_of_countries and 16 other fields | High correlation |
tetracyclines_tonnes is highly correlated with number_of_countries and 19 other fields | High correlation |
others_tonnes is highly correlated with number_of_countries and 11 other fields | High correlation |
aggregated_class_data_tonnes is highly correlated with cephalosporins__all_generations_tonnes and 11 other fields | High correlation |
total_antimicrobials_tonnes is highly correlated with aminoglycosides_tonnes and 21 other fields | High correlation |
scope is highly correlated with sulfonamides__including_trimethoprim_tonnes and 1 other fields | High correlation |
region is highly correlated with 3_4_gen_cephalosporins_tonnes and 4 other fields | High correlation |
number_of_countries is highly correlated with aminoglycosides_tonnes and 21 other fields | High correlation |
aminoglycosides_tonnes is highly correlated with number_of_countries and 21 other fields | High correlation |
amphenicols_tonnes is highly correlated with number_of_countries and 21 other fields | High correlation |
arsenicals_tonnes is highly correlated with number_of_countries and 23 other fields | High correlation |
cephalosporins__all_generations_tonnes is highly correlated with number_of_countries and 22 other fields | High correlation |
1_2_gen__cephalosporins_tonnes is highly correlated with number_of_countries and 21 other fields | High correlation |
3_4_gen_cephalosporins_tonnes is highly correlated with region and 22 other fields | High correlation |
fluoroquinolones_tonnes is highly correlated with number_of_countries and 23 other fields | High correlation |
glycopeptides_tonnes is highly correlated with region and 16 other fields | High correlation |
glycophospholipids_tonnes is highly correlated with number_of_countries and 23 other fields | High correlation |
lincosamides_tonnes is highly correlated with number_of_countries and 21 other fields | High correlation |
macrolides_tonnes is highly correlated with number_of_countries and 22 other fields | High correlation |
nitrofurans_tonnes is highly correlated with number_of_countries and 23 other fields | High correlation |
orthosomycins_tonnes is highly correlated with number_of_countries and 22 other fields | High correlation |
other_quinolones_tonnes is highly correlated with number_of_countries and 21 other fields | High correlation |
penicillins_tonnes is highly correlated with number_of_countries and 21 other fields | High correlation |
pleuromutilins_tonnes is highly correlated with number_of_countries and 21 other fields | High correlation |
polypeptides_tonnes is highly correlated with number_of_countries and 22 other fields | High correlation |
quinoxalines_tonnes is highly correlated with region and 14 other fields | High correlation |
streptogramins_tonnes is highly correlated with region and 14 other fields | High correlation |
sulfonamides__including_trimethoprim_tonnes is highly correlated with scope and 24 other fields | High correlation |
tetracyclines_tonnes is highly correlated with scope and 23 other fields | High correlation |
others_tonnes is highly correlated with number_of_countries and 23 other fields | High correlation |
aggregated_class_data_tonnes is highly correlated with number_of_countries and 22 other fields | High correlation |
total_antimicrobials_tonnes is highly correlated with region and 24 other fields | High correlation |
aminoglycosides_tonnes has 2 (11.1%) missing values | Missing |
amphenicols_tonnes has 2 (11.1%) missing values | Missing |
arsenicals_tonnes has 2 (11.1%) missing values | Missing |
cephalosporins__all_generations_tonnes has 2 (11.1%) missing values | Missing |
1_2_gen__cephalosporins_tonnes has 2 (11.1%) missing values | Missing |
3_4_gen_cephalosporins_tonnes has 2 (11.1%) missing values | Missing |
fluoroquinolones_tonnes has 2 (11.1%) missing values | Missing |
glycopeptides_tonnes has 2 (11.1%) missing values | Missing |
glycophospholipids_tonnes has 2 (11.1%) missing values | Missing |
lincosamides_tonnes has 2 (11.1%) missing values | Missing |
macrolides_tonnes has 2 (11.1%) missing values | Missing |
nitrofurans_tonnes has 2 (11.1%) missing values | Missing |
orthosomycins_tonnes has 2 (11.1%) missing values | Missing |
other_quinolones_tonnes has 2 (11.1%) missing values | Missing |
penicillins_tonnes has 2 (11.1%) missing values | Missing |
pleuromutilins_tonnes has 2 (11.1%) missing values | Missing |
polypeptides_tonnes has 2 (11.1%) missing values | Missing |
quinoxalines_tonnes has 2 (11.1%) missing values | Missing |
streptogramins_tonnes has 2 (11.1%) missing values | Missing |
sulfonamides__including_trimethoprim_tonnes has 2 (11.1%) missing values | Missing |
tetracyclines_tonnes has 2 (11.1%) missing values | Missing |
others_tonnes has 2 (11.1%) missing values | Missing |
aggregated_class_data_tonnes has 2 (11.1%) missing values | Missing |
total_antimicrobials_tonnes has 12 (66.7%) missing values | Missing |
scope is uniformly distributed | Uniform |
region is uniformly distributed | Uniform |
number_of_countries has 2 (11.1%) zeros | Zeros |
aminoglycosides_tonnes has 2 (11.1%) zeros | Zeros |
amphenicols_tonnes has 4 (22.2%) zeros | Zeros |
cephalosporins__all_generations_tonnes has 5 (27.8%) zeros | Zeros |
1_2_gen__cephalosporins_tonnes has 6 (33.3%) zeros | Zeros |
3_4_gen_cephalosporins_tonnes has 6 (33.3%) zeros | Zeros |
fluoroquinolones_tonnes has 4 (22.2%) zeros | Zeros |
glycopeptides_tonnes has 10 (55.6%) zeros | Zeros |
glycophospholipids_tonnes has 6 (33.3%) zeros | Zeros |
lincosamides_tonnes has 2 (11.1%) zeros | Zeros |
macrolides_tonnes has 1 (5.6%) zeros | Zeros |
nitrofurans_tonnes has 7 (38.9%) zeros | Zeros |
orthosomycins_tonnes has 6 (33.3%) zeros | Zeros |
other_quinolones_tonnes has 6 (33.3%) zeros | Zeros |
penicillins_tonnes has 1 (5.6%) zeros | Zeros |
pleuromutilins_tonnes has 4 (22.2%) zeros | Zeros |
polypeptides_tonnes has 1 (5.6%) zeros | Zeros |
quinoxalines_tonnes has 8 (44.4%) zeros | Zeros |
streptogramins_tonnes has 4 (22.2%) zeros | Zeros |
sulfonamides__including_trimethoprim_tonnes has 1 (5.6%) zeros | Zeros |
others_tonnes has 3 (16.7%) zeros | Zeros |
aggregated_class_data_tonnes has 4 (22.2%) zeros | Zeros |
Reproduction
| Analysis started | 2023-01-25 00:44:49.362614 |
|---|---|
| Analysis finished | 2023-01-25 00:46:45.042053 |
| Duration | 1 minute and 55.68 seconds |
| Software version | pandas-profiling v3.2.0 |
| Download configuration | config.json |
| Distinct | 3 |
|---|---|
| Distinct (%) | 16.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 272.0 B |
| AGP | |
|---|---|
| All | |
| Terrestrial Food Producing |
Length
| Max length | 26 |
|---|---|
| Median length | 3 |
| Mean length | 10.66666667 |
| Min length | 3 |
Characters and Unicode
| Total characters | 192 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | AGP |
|---|---|
| 2nd row | AGP |
| 3rd row | AGP |
| 4th row | AGP |
| 5th row | AGP |
Common Values
| Value | Count | Frequency (%) |
| AGP | 6 | |
| All | 6 | |
| Terrestrial Food Producing | 6 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| agp | 6 | |
| all | 6 | |
| terrestrial | 6 | |
| food | 6 | |
| producing | 6 |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 24 | |
| l | 18 | 9.4% |
| o | 18 | 9.4% |
| A | 12 | 6.2% |
| d | 12 | 6.2% |
| 12 | 6.2% | |
| i | 12 | 6.2% |
| e | 12 | 6.2% |
| P | 12 | 6.2% |
| s | 6 | 3.1% |
| Other values (9) | 54 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 138 | |
| Uppercase Letter | 42 | 21.9% |
| Space Separator | 12 | 6.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 24 | |
| l | 18 | |
| o | 18 | |
| d | 12 | |
| i | 12 | |
| e | 12 | |
| s | 6 | 4.3% |
| t | 6 | 4.3% |
| a | 6 | 4.3% |
| u | 6 | 4.3% |
| Other values (3) | 18 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 12 | |
| P | 12 | |
| G | 6 | |
| F | 6 | |
| T | 6 |
Space Separator
| Value | Count | Frequency (%) |
| 12 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 180 | |
| Common | 12 | 6.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 24 | |
| l | 18 | 10.0% |
| o | 18 | 10.0% |
| A | 12 | 6.7% |
| d | 12 | 6.7% |
| i | 12 | 6.7% |
| e | 12 | 6.7% |
| P | 12 | 6.7% |
| s | 6 | 3.3% |
| t | 6 | 3.3% |
| Other values (8) | 48 |
Common
| Value | Count | Frequency (%) |
| 12 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 192 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 24 | |
| l | 18 | 9.4% |
| o | 18 | 9.4% |
| A | 12 | 6.2% |
| d | 12 | 6.2% |
| 12 | 6.2% | |
| i | 12 | 6.2% |
| e | 12 | 6.2% |
| P | 12 | 6.2% |
| s | 6 | 3.1% |
| Other values (9) | 54 |
| Distinct | 6 |
|---|---|
| Distinct (%) | 33.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 272.0 B |
| Africa | |
|---|---|
| Americas | |
| Asia, Far East and Oceania | |
| Europe | |
| Global |
Length
| Max length | 26 |
|---|---|
| Median length | 18.5 |
| Mean length | 10.5 |
| Min length | 6 |
Characters and Unicode
| Total characters | 189 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Africa |
|---|---|
| 2nd row | Americas |
| 3rd row | Asia, Far East and Oceania |
| 4th row | Europe |
| 5th row | Global |
Common Values
| Value | Count | Frequency (%) |
| Africa | 3 | |
| Americas | 3 | |
| Asia, Far East and Oceania | 3 | |
| Europe | 3 | |
| Global | 3 | |
| Middle East | 3 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| east | 6 | |
| africa | 3 | |
| americas | 3 | |
| asia | 3 | |
| far | 3 | |
| and | 3 | |
| oceania | 3 | |
| europe | 3 | |
| global | 3 | |
| middle | 3 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 30 | |
| 15 | 7.9% | |
| i | 15 | 7.9% |
| r | 12 | 6.3% |
| e | 12 | 6.3% |
| s | 12 | 6.3% |
| A | 9 | 4.8% |
| l | 9 | 4.8% |
| d | 9 | 4.8% |
| E | 9 | 4.8% |
| Other values (14) | 57 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 141 | |
| Uppercase Letter | 30 | 15.9% |
| Space Separator | 15 | 7.9% |
| Other Punctuation | 3 | 1.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 30 | |
| i | 15 | |
| r | 12 | 8.5% |
| e | 12 | 8.5% |
| s | 12 | 8.5% |
| l | 9 | 6.4% |
| d | 9 | 6.4% |
| c | 9 | 6.4% |
| t | 6 | 4.3% |
| n | 6 | 4.3% |
| Other values (6) | 21 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 9 | |
| E | 9 | |
| F | 3 | 10.0% |
| O | 3 | 10.0% |
| G | 3 | 10.0% |
| M | 3 | 10.0% |
Space Separator
| Value | Count | Frequency (%) |
| 15 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 3 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 171 | |
| Common | 18 | 9.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 30 | |
| i | 15 | 8.8% |
| r | 12 | 7.0% |
| e | 12 | 7.0% |
| s | 12 | 7.0% |
| A | 9 | 5.3% |
| l | 9 | 5.3% |
| d | 9 | 5.3% |
| E | 9 | 5.3% |
| c | 9 | 5.3% |
| Other values (12) | 45 |
Common
| Value | Count | Frequency (%) |
| 15 | ||
| , | 3 | 16.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 189 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 30 | |
| 15 | 7.9% | |
| i | 15 | 7.9% |
| r | 12 | 6.3% |
| e | 12 | 6.3% |
| s | 12 | 6.3% |
| A | 9 | 4.8% |
| l | 9 | 4.8% |
| d | 9 | 4.8% |
| E | 9 | 4.8% |
| Other values (14) | 57 |
number_of_countries
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 15 |
|---|---|
| Distinct (%) | 83.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.55555556 |
| Minimum | 0 |
|---|---|
| Maximum | 109 |
| Zeros | 2 |
| Zeros (%) | 11.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 272.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3.5 |
| median | 9.5 |
| Q3 | 21.25 |
| 95-th percentile | 51.2 |
| Maximum | 109 |
| Range | 109 |
| Interquartile range (IQR) | 17.75 |
Descriptive statistics
| Standard deviation | 25.84847753 |
|---|---|
| Coefficient of variation (CV) | 1.472381632 |
| Kurtosis | 9.687000258 |
| Mean | 17.55555556 |
| Median Absolute Deviation (MAD) | 8.5 |
| Skewness | 2.895687328 |
| Sum | 316 |
| Variance | 668.1437908 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 2 | 11.1% |
| 6 | 2 | 11.1% |
| 0 | 2 | 11.1% |
| 5 | 1 | 5.6% |
| 12 | 1 | 5.6% |
| 24 | 1 | 5.6% |
| 19 | 1 | 5.6% |
| 22 | 1 | 5.6% |
| 41 | 1 | 5.6% |
| 109 | 1 | 5.6% |
| Other values (5) | 5 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 1 | 2 | |
| 3 | 1 | |
| 5 | 1 | |
| 6 | 2 | |
| 9 | 1 | |
| 10 | 1 | |
| 11 | 1 | |
| 12 | 1 | |
| 19 | 1 |
| Value | Count | Frequency (%) |
| 109 | 1 | |
| 41 | 1 | |
| 37 | 1 | |
| 24 | 1 | |
| 22 | 1 | |
| 19 | 1 | |
| 12 | 1 | |
| 11 | 1 | |
| 10 | 1 | |
| 9 | 1 |
aminoglycosides_tonnes
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 14 |
|---|---|
| Distinct (%) | 87.5% |
| Missing | 2 |
| Missing (%) | 11.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 527.5135089 |
| Minimum | 0 |
|---|---|
| Maximum | 2753.984977 |
| Zeros | 2 |
| Zeros (%) | 11.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 272.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2.40425 |
| median | 57.54466776 |
| Q3 | 874.4566402 |
| 95-th percentile | 1787.558315 |
| Maximum | 2753.984977 |
| Range | 2753.984977 |
| Interquartile range (IQR) | 872.0523902 |
Descriptive statistics
| Standard deviation | 803.0366342 |
|---|---|
| Coefficient of variation (CV) | 1.522305345 |
| Kurtosis | 2.728850804 |
| Mean | 527.5135089 |
| Median Absolute Deviation (MAD) | 57.54466776 |
| Skewness | 1.71333611 |
| Sum | 8440.216143 |
| Variance | 644867.8359 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 0.707 | 2 | |
| 33.65154354 | 1 | 5.6% |
| 762.3757826 | 1 | 5.6% |
| 1425.663333 | 1 | 5.6% |
| 527.6433177 | 1 | 5.6% |
| 2753.984977 | 1 | 5.6% |
| 4.651 | 1 | 5.6% |
| 3.8016855 | 1 | 5.6% |
| 166.5074041 | 1 | 5.6% |
| Other values (4) | 4 | |
| (Missing) | 2 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 0.707 | 2 | |
| 2.97 | 1 | |
| 3.8016855 | 1 | |
| 4.651 | 1 | |
| 33.65154354 | 1 | |
| 81.43779199 | 1 | |
| 166.5074041 | 1 | |
| 527.6433177 | 1 | |
| 762.3757826 | 1 |
| Value | Count | Frequency (%) |
| 2753.984977 | 1 | |
| 1465.416094 | 1 | |
| 1425.663333 | 1 | |
| 1210.699213 | 1 | |
| 762.3757826 | 1 | |
| 527.6433177 | 1 | |
| 166.5074041 | 1 | |
| 81.43779199 | 1 | |
| 33.65154354 | 1 | |
| 4.651 | 1 |
amphenicols_tonnes
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 13 |
|---|---|
| Distinct (%) | 81.2% |
| Missing | 2 |
| Missing (%) | 11.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 713.0834324 |
| Minimum | 0 |
|---|---|
| Maximum | 3428.306333 |
| Zeros | 4 |
| Zeros (%) | 22.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 272.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.125 |
| median | 24.2100874 |
| Q3 | 1090.215723 |
| 95-th percentile | 2674.045276 |
| Maximum | 3428.306333 |
| Range | 3428.306333 |
| Interquartile range (IQR) | 1089.090723 |
Descriptive statistics
| Standard deviation | 1150.98763 |
|---|---|
| Coefficient of variation (CV) | 1.614099526 |
| Kurtosis | 0.5754124609 |
| Mean | 713.0834324 |
| Median Absolute Deviation (MAD) | 24.2100874 |
| Skewness | 1.41094852 |
| Sum | 11409.33492 |
| Variance | 1324772.525 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 20.41030729 | 1 | 5.6% |
| 739.797925 | 1 | 5.6% |
| 2422.624924 | 1 | 5.6% |
| 243.8731763 | 1 | 5.6% |
| 3428.306333 | 1 | 5.6% |
| 1.6 | 1 | 5.6% |
| 9.3548 | 1 | 5.6% |
| 96.02734378 | 1 | 5.6% |
| 2141.469115 | 1 | 5.6% |
| Other values (3) | 3 | |
| (Missing) | 2 |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 1.5 | 1 | 5.6% |
| 1.6 | 1 | 5.6% |
| 9.3548 | 1 | 5.6% |
| 20.41030729 | 1 | 5.6% |
| 28.0098675 | 1 | 5.6% |
| 96.02734378 | 1 | 5.6% |
| 243.8731763 | 1 | 5.6% |
| 739.797925 | 1 | 5.6% |
| 2141.469115 | 1 | 5.6% |
| Value | Count | Frequency (%) |
| 3428.306333 | 1 | |
| 2422.624924 | 1 | |
| 2276.361126 | 1 | |
| 2141.469115 | 1 | |
| 739.797925 | 1 | |
| 243.8731763 | 1 | |
| 96.02734378 | 1 | |
| 28.0098675 | 1 | |
| 20.41030729 | 1 | |
| 9.3548 | 1 |
| Distinct | 5 |
|---|---|
| Distinct (%) | 31.2% |
| Missing | 2 |
| Missing (%) | 11.1% |
| Memory size | 272.0 B |
| 0.0 | |
|---|---|
| 74.44 | |
| 51.9 | |
| 0.011 | |
| 126.351 |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 3.9375 |
| Min length | 3 |
Characters and Unicode
| Total characters | 63 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 12.5% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 74.44 |
| 4th row | 74.44 |
| 5th row | 0.011 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 8 | |
| 74.44 | 3 | 16.7% |
| 51.9 | 3 | 16.7% |
| 0.011 | 1 | 5.6% |
| 126.351 | 1 | 5.6% |
| (Missing) | 2 | 11.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0.0 | 8 | |
| 74.44 | 3 | 18.8% |
| 51.9 | 3 | 18.8% |
| 0.011 | 1 | 6.2% |
| 126.351 | 1 | 6.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 18 | |
| . | 16 | |
| 4 | 9 | |
| 1 | 7 | 11.1% |
| 5 | 4 | 6.3% |
| 7 | 3 | 4.8% |
| 9 | 3 | 4.8% |
| 2 | 1 | 1.6% |
| 6 | 1 | 1.6% |
| 3 | 1 | 1.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 47 | |
| Other Punctuation | 16 | 25.4% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 18 | |
| 4 | 9 | |
| 1 | 7 | 14.9% |
| 5 | 4 | 8.5% |
| 7 | 3 | 6.4% |
| 9 | 3 | 6.4% |
| 2 | 1 | 2.1% |
| 6 | 1 | 2.1% |
| 3 | 1 | 2.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 16 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 63 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 18 | |
| . | 16 | |
| 4 | 9 | |
| 1 | 7 | 11.1% |
| 5 | 4 | 6.3% |
| 7 | 3 | 4.8% |
| 9 | 3 | 4.8% |
| 2 | 1 | 1.6% |
| 6 | 1 | 1.6% |
| 3 | 1 | 1.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 63 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 18 | |
| . | 16 | |
| 4 | 9 | |
| 1 | 7 | 11.1% |
| 5 | 4 | 6.3% |
| 7 | 3 | 4.8% |
| 9 | 3 | 4.8% |
| 2 | 1 | 1.6% |
| 6 | 1 | 1.6% |
| 3 | 1 | 1.6% |
cephalosporins__all_generations_tonnes
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 12 |
|---|---|
| Distinct (%) | 75.0% |
| Missing | 2 |
| Missing (%) | 11.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 118.8953223 |
| Minimum | 0 |
|---|---|
| Maximum | 592.7990155 |
| Zeros | 5 |
| Zeros (%) | 27.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 272.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 5.885007704 |
| Q3 | 163.8546689 |
| 95-th percentile | 464.4349344 |
| Maximum | 592.7990155 |
| Range | 592.7990155 |
| Interquartile range (IQR) | 163.8546689 |
Descriptive statistics
| Standard deviation | 190.3604583 |
|---|---|
| Coefficient of variation (CV) | 1.601076095 |
| Kurtosis | 1.234324927 |
| Mean | 118.8953223 |
| Median Absolute Deviation (MAD) | 5.885007704 |
| Skewness | 1.536797506 |
| Sum | 1902.325157 |
| Variance | 36237.10409 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 10.0178996 | 1 | 5.6% |
| 116.2741046 | 1 | 5.6% |
| 421.6469074 | 1 | 5.6% |
| 44.66010395 | 1 | 5.6% |
| 592.7990155 | 1 | 5.6% |
| 0.2 | 1 | 5.6% |
| 0.07614 | 1 | 5.6% |
| 49.93894543 | 1 | 5.6% |
| 306.5963617 | 1 | 5.6% |
| Other values (2) | 2 | 11.1% |
| (Missing) | 2 | 11.1% |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 0.07614 | 1 | 5.6% |
| 0.2 | 1 | 5.6% |
| 1.752115809 | 1 | 5.6% |
| 10.0178996 | 1 | 5.6% |
| 44.66010395 | 1 | 5.6% |
| 49.93894543 | 1 | 5.6% |
| 116.2741046 | 1 | 5.6% |
| 306.5963617 | 1 | 5.6% |
| 358.3635629 | 1 | 5.6% |
| Value | Count | Frequency (%) |
| 592.7990155 | 1 | |
| 421.6469074 | 1 | |
| 358.3635629 | 1 | |
| 306.5963617 | 1 | |
| 116.2741046 | 1 | |
| 49.93894543 | 1 | |
| 44.66010395 | 1 | |
| 10.0178996 | 1 | |
| 1.752115809 | 1 | |
| 0.2 | 1 |
1_2_gen__cephalosporins_tonnes
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 11 |
|---|---|
| Distinct (%) | 68.8% |
| Missing | 2 |
| Missing (%) | 11.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.42551888 |
| Minimum | 0 |
|---|---|
| Maximum | 108.6657981 |
| Zeros | 6 |
| Zeros (%) | 33.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 272.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.1359681 |
| Q3 | 31.27541937 |
| 95-th percentile | 74.22021426 |
| Maximum | 108.6657981 |
| Range | 108.6657981 |
| Interquartile range (IQR) | 31.27541937 |
Descriptive statistics
| Standard deviation | 31.69482835 |
|---|---|
| Coefficient of variation (CV) | 1.479302719 |
| Kurtosis | 2.634656785 |
| Mean | 21.42551888 |
| Median Absolute Deviation (MAD) | 1.1359681 |
| Skewness | 1.673261356 |
| Sum | 342.8083022 |
| Variance | 1004.562144 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 0.02649 | 1 | 5.6% |
| 55.61275646 | 1 | 5.6% |
| 27.30885937 | 1 | 5.6% |
| 25.71769227 | 1 | 5.6% |
| 108.6657981 | 1 | 5.6% |
| 0.002 | 1 | 5.6% |
| 43.17509936 | 1 | 5.6% |
| 17.31580741 | 1 | 5.6% |
| 2.2454462 | 1 | 5.6% |
| (Missing) | 2 | 11.1% |
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 0.002 | 1 | 5.6% |
| 0.02649 | 1 | 5.6% |
| 2.2454462 | 1 | 5.6% |
| 17.31580741 | 1 | 5.6% |
| 25.71769227 | 1 | 5.6% |
| 27.30885937 | 1 | 5.6% |
| 43.17509936 | 1 | 5.6% |
| 55.61275646 | 1 | 5.6% |
| 62.73835297 | 1 | 5.6% |
| Value | Count | Frequency (%) |
| 108.6657981 | 1 | |
| 62.73835297 | 1 | |
| 55.61275646 | 1 | |
| 43.17509936 | 1 | |
| 27.30885937 | 1 | |
| 25.71769227 | 1 | |
| 17.31580741 | 1 | |
| 2.2454462 | 1 | |
| 0.02649 | 1 | |
| 0.002 | 1 |
3_4_gen_cephalosporins_tonnes
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 11 |
|---|---|
| Distinct (%) | 68.8% |
| Missing | 2 |
| Missing (%) | 11.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 80.40148458 |
| Minimum | 0 |
|---|---|
| Maximum | 346.0419668 |
| Zeros | 6 |
| Zeros (%) | 33.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 272.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.6067896045 |
| Q3 | 91.30728893 |
| 95-th percentile | 313.8145277 |
| Maximum | 346.0419668 |
| Range | 346.0419668 |
| Interquartile range (IQR) | 91.30728893 |
Descriptive statistics
| Standard deviation | 136.9080034 |
|---|---|
| Coefficient of variation (CV) | 1.702804421 |
| Kurtosis | -0.3121892919 |
| Mean | 80.40148458 |
| Median Absolute Deviation (MAD) | 0.6067896045 |
| Skewness | 1.294954752 |
| Sum | 1286.423753 |
| Variance | 18743.8014 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 0.0874096 | 1 | 5.6% |
| 25.31620049 | 1 | 5.6% |
| 303.072048 | 1 | 5.6% |
| 17.56630867 | 1 | 5.6% |
| 346.0419668 | 1 | 5.6% |
| 0.00034 | 1 | 5.6% |
| 6.762846066 | 1 | 5.6% |
| 289.2805542 | 1 | 5.6% |
| 1.126169609 | 1 | 5.6% |
| (Missing) | 2 | 11.1% |
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 0.00034 | 1 | 5.6% |
| 0.0874096 | 1 | 5.6% |
| 1.126169609 | 1 | 5.6% |
| 6.762846066 | 1 | 5.6% |
| 17.56630867 | 1 | 5.6% |
| 25.31620049 | 1 | 5.6% |
| 289.2805542 | 1 | 5.6% |
| 297.1699099 | 1 | 5.6% |
| 303.072048 | 1 | 5.6% |
| Value | Count | Frequency (%) |
| 346.0419668 | 1 | |
| 303.072048 | 1 | |
| 297.1699099 | 1 | |
| 289.2805542 | 1 | |
| 25.31620049 | 1 | |
| 17.56630867 | 1 | |
| 6.762846066 | 1 | |
| 1.126169609 | 1 | |
| 0.0874096 | 1 | |
| 0.00034 | 1 |
fluoroquinolones_tonnes
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 13 |
|---|---|
| Distinct (%) | 81.2% |
| Missing | 2 |
| Missing (%) | 11.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 285.1719573 |
| Minimum | 0 |
|---|---|
| Maximum | 1607.20853 |
| Zeros | 4 |
| Zeros (%) | 22.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 272.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.12 |
| median | 56.58599895 |
| Q3 | 440.0837616 |
| 95-th percentile | 1052.453066 |
| Maximum | 1607.20853 |
| Range | 1607.20853 |
| Interquartile range (IQR) | 439.9637616 |
Descriptive statistics
| Standard deviation | 446.0833604 |
|---|---|
| Coefficient of variation (CV) | 1.564260962 |
| Kurtosis | 4.46020554 |
| Mean | 285.1719573 |
| Median Absolute Deviation (MAD) | 56.58599895 |
| Skewness | 2.050057802 |
| Sum | 4562.751317 |
| Variance | 198990.3645 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 91.39779791 | 1 | 5.6% |
| 428.5454852 | 1 | 5.6% |
| 867.5345785 | 1 | 5.6% |
| 219.0016683 | 1 | 5.6% |
| 1607.20853 | 1 | 5.6% |
| 0.729 | 1 | 5.6% |
| 21.7742 | 1 | 5.6% |
| 173.1715619 | 1 | 5.6% |
| 474.698591 | 1 | 5.6% |
| Other values (3) | 3 | |
| (Missing) | 2 |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 0.16 | 1 | 5.6% |
| 0.729 | 1 | 5.6% |
| 4.362775862 | 1 | 5.6% |
| 21.7742 | 1 | 5.6% |
| 91.39779791 | 1 | 5.6% |
| 173.1715619 | 1 | 5.6% |
| 219.0016683 | 1 | 5.6% |
| 428.5454852 | 1 | 5.6% |
| 474.698591 | 1 | 5.6% |
| Value | Count | Frequency (%) |
| 1607.20853 | 1 | |
| 867.5345785 | 1 | |
| 674.1671288 | 1 | |
| 474.698591 | 1 | |
| 428.5454852 | 1 | |
| 219.0016683 | 1 | |
| 173.1715619 | 1 | |
| 91.39779791 | 1 | |
| 21.7742 | 1 | |
| 4.362775862 | 1 |
glycopeptides_tonnes
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 6 |
|---|---|
| Distinct (%) | 37.5% |
| Missing | 2 |
| Missing (%) | 11.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.262875 |
| Minimum | 0 |
|---|---|
| Maximum | 1.848 |
| Zeros | 10 |
| Zeros (%) | 55.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 272.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.2775 |
| 95-th percentile | 1.212 |
| Maximum | 1.848 |
| Range | 1.848 |
| Interquartile range (IQR) | 0.2775 |
Descriptive statistics
| Standard deviation | 0.5040856905 |
|---|---|
| Coefficient of variation (CV) | 1.91758703 |
| Kurtosis | 6.567545034 |
| Mean | 0.262875 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.507821175 |
| Sum | 4.206 |
| Variance | 0.2541023833 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 10 | |
| 0.255 | 2 | 11.1% |
| 1 | 1 | 5.6% |
| 0.503 | 1 | 5.6% |
| 1.848 | 1 | 5.6% |
| 0.345 | 1 | 5.6% |
| (Missing) | 2 | 11.1% |
| Value | Count | Frequency (%) |
| 0 | 10 | |
| 0.255 | 2 | 11.1% |
| 0.345 | 1 | 5.6% |
| 0.503 | 1 | 5.6% |
| 1 | 1 | 5.6% |
| 1.848 | 1 | 5.6% |
| Value | Count | Frequency (%) |
| 1.848 | 1 | 5.6% |
| 1 | 1 | 5.6% |
| 0.503 | 1 | 5.6% |
| 0.345 | 1 | 5.6% |
| 0.255 | 2 | 11.1% |
| 0 | 10 |
glycophospholipids_tonnes
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 9 |
|---|---|
| Distinct (%) | 56.2% |
| Missing | 2 |
| Missing (%) | 11.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 58.14215169 |
| Minimum | 0 |
|---|---|
| Maximum | 244.0464068 |
| Zeros | 6 |
| Zeros (%) | 33.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 272.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 24.30460678 |
| Q3 | 110 |
| 95-th percentile | 144.3297068 |
| Maximum | 244.0464068 |
| Range | 244.0464068 |
| Interquartile range (IQR) | 110 |
Descriptive statistics
| Standard deviation | 70.61943195 |
|---|---|
| Coefficient of variation (CV) | 1.214599562 |
| Kurtosis | 1.551941002 |
| Mean | 58.14215169 |
| Median Absolute Deviation (MAD) | 24.30460678 |
| Skewness | 1.221504014 |
| Sum | 930.2744271 |
| Variance | 4987.104169 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 110 | 3 | |
| 13.90780678 | 1 | 5.6% |
| 97.183 | 1 | 5.6% |
| 111.0908068 | 1 | 5.6% |
| 34.70140678 | 1 | 5.6% |
| 99.261 | 1 | 5.6% |
| 0.084 | 1 | 5.6% |
| 244.0464068 | 1 | 5.6% |
| (Missing) | 2 | 11.1% |
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 0.084 | 1 | 5.6% |
| 13.90780678 | 1 | 5.6% |
| 34.70140678 | 1 | 5.6% |
| 97.183 | 1 | 5.6% |
| 99.261 | 1 | 5.6% |
| 110 | 3 | |
| 111.0908068 | 1 | 5.6% |
| 244.0464068 | 1 | 5.6% |
| Value | Count | Frequency (%) |
| 244.0464068 | 1 | 5.6% |
| 111.0908068 | 1 | 5.6% |
| 110 | 3 | |
| 99.261 | 1 | 5.6% |
| 97.183 | 1 | 5.6% |
| 34.70140678 | 1 | 5.6% |
| 13.90780678 | 1 | 5.6% |
| 0.084 | 1 | 5.6% |
| 0 | 6 |
lincosamides_tonnes
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 15 |
|---|---|
| Distinct (%) | 93.8% |
| Missing | 2 |
| Missing (%) | 11.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 238.2052983 |
| Minimum | 0 |
|---|---|
| Maximum | 1332.086904 |
| Zeros | 2 |
| Zeros (%) | 11.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 272.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.1725 |
| median | 22.1260782 |
| Q3 | 407.4911419 |
| 95-th percentile | 818.5056799 |
| Maximum | 1332.086904 |
| Range | 1332.086904 |
| Interquartile range (IQR) | 407.3186419 |
Descriptive statistics
| Standard deviation | 371.5333579 |
|---|---|
| Coefficient of variation (CV) | 1.559719118 |
| Kurtosis | 4.142287027 |
| Mean | 238.2052983 |
| Median Absolute Deviation (MAD) | 22.1260782 |
| Skewness | 1.942956535 |
| Sum | 3811.284773 |
| Variance | 138037.036 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2 | 11.1% |
| 22.0210782 | 1 | 5.6% |
| 0.21 | 1 | 5.6% |
| 22.2310782 | 1 | 5.6% |
| 1.36453 | 1 | 5.6% |
| 379.6739961 | 1 | 5.6% |
| 647.3119386 | 1 | 5.6% |
| 303.6764393 | 1 | 5.6% |
| 1332.086904 | 1 | 5.6% |
| 0.06 | 1 | 5.6% |
| Other values (5) | 5 | |
| (Missing) | 2 | 11.1% |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 0.0289 | 1 | |
| 0.06 | 1 | |
| 0.21 | 1 | |
| 1.36453 | 1 | |
| 10.19814494 | 1 | |
| 22.0210782 | 1 | |
| 22.2310782 | 1 | |
| 50.15478039 | 1 | |
| 303.6764393 | 1 |
| Value | Count | Frequency (%) |
| 1332.086904 | 1 | |
| 647.3119386 | 1 | |
| 551.3244043 | 1 | |
| 490.942579 | 1 | |
| 379.6739961 | 1 | |
| 303.6764393 | 1 | |
| 50.15478039 | 1 | |
| 22.2310782 | 1 | |
| 22.0210782 | 1 | |
| 10.19814494 | 1 |
macrolides_tonnes
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 16 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 2 |
| Missing (%) | 11.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1235.618155 |
| Minimum | 0 |
|---|---|
| Maximum | 6105.203733 |
| Zeros | 1 |
| Zeros (%) | 5.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 272.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5.8425 |
| Q1 | 53.31211399 |
| median | 436.6627662 |
| Q3 | 1637.053912 |
| 95-th percentile | 4512.116719 |
| Maximum | 6105.203733 |
| Range | 6105.203733 |
| Interquartile range (IQR) | 1583.741798 |
Descriptive statistics
| Standard deviation | 1736.074104 |
|---|---|
| Coefficient of variation (CV) | 1.405024762 |
| Kurtosis | 3.29078209 |
| Mean | 1235.618155 |
| Median Absolute Deviation (MAD) | 432.7677662 |
| Skewness | 1.833609149 |
| Sum | 19769.89049 |
| Variance | 3013953.295 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | 5.6% |
| 6105.203733 | 1 | 5.6% |
| 2542.696458 | 1 | 5.6% |
| 70.04560975 | 1 | 5.6% |
| 2131.053008 | 1 | 5.6% |
| 307.9485399 | 1 | 5.6% |
| 25.8593 | 1 | 5.6% |
| 8.01 | 1 | 5.6% |
| 565.3769924 | 1 | 5.6% |
| 62.46305199 | 1 | 5.6% |
| Other values (6) | 6 | |
| (Missing) | 2 | 11.1% |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 7.79 | 1 | |
| 8.01 | 1 | |
| 25.8593 | 1 | |
| 62.46305199 | 1 | |
| 70.04560975 | 1 | |
| 78.34148013 | 1 | |
| 307.9485399 | 1 | |
| 565.3769924 | 1 | |
| 1174.582 | 1 |
| Value | Count | Frequency (%) |
| 6105.203733 | 1 | |
| 3981.087715 | 1 | |
| 2542.696458 | 1 | |
| 2131.053008 | 1 | |
| 1472.387546 | 1 | |
| 1237.045052 | 1 | |
| 1174.582 | 1 | |
| 565.3769924 | 1 | |
| 307.9485399 | 1 | |
| 78.34148013 | 1 |
nitrofurans_tonnes
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 10 |
|---|---|
| Distinct (%) | 62.5% |
| Missing | 2 |
| Missing (%) | 11.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5304343785 |
| Minimum | 0 |
|---|---|
| Maximum | 4.104475028 |
| Zeros | 7 |
| Zeros (%) | 38.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 272.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.0055 |
| Q3 | 0.200847632 |
| 95-th percentile | 3.434862782 |
| Maximum | 4.104475028 |
| Range | 4.104475028 |
| Interquartile range (IQR) | 0.200847632 |
Descriptive statistics
| Standard deviation | 1.237964872 |
|---|---|
| Coefficient of variation (CV) | 2.33386998 |
| Kurtosis | 5.438025049 |
| Mean | 0.5304343785 |
| Median Absolute Deviation (MAD) | 0.0055 |
| Skewness | 2.546570212 |
| Sum | 8.486950056 |
| Variance | 1.532557025 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 0.16666 | 1 | 5.6% |
| 0.303410528 | 1 | 5.6% |
| 3.2116587 | 1 | 5.6% |
| 0.4127458 | 1 | 5.6% |
| 4.104475028 | 1 | 5.6% |
| 0.01 | 1 | 5.6% |
| 0.138 | 1 | 5.6% |
| 0.001 | 1 | 5.6% |
| 0.139 | 1 | 5.6% |
| (Missing) | 2 | 11.1% |
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 0.001 | 1 | 5.6% |
| 0.01 | 1 | 5.6% |
| 0.138 | 1 | 5.6% |
| 0.139 | 1 | 5.6% |
| 0.16666 | 1 | 5.6% |
| 0.303410528 | 1 | 5.6% |
| 0.4127458 | 1 | 5.6% |
| 3.2116587 | 1 | 5.6% |
| 4.104475028 | 1 | 5.6% |
| Value | Count | Frequency (%) |
| 4.104475028 | 1 | 5.6% |
| 3.2116587 | 1 | 5.6% |
| 0.4127458 | 1 | 5.6% |
| 0.303410528 | 1 | 5.6% |
| 0.16666 | 1 | 5.6% |
| 0.139 | 1 | 5.6% |
| 0.138 | 1 | 5.6% |
| 0.01 | 1 | 5.6% |
| 0.001 | 1 | 5.6% |
| 0 | 7 |
orthosomycins_tonnes
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 11 |
|---|---|
| Distinct (%) | 68.8% |
| Missing | 2 |
| Missing (%) | 11.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.67006191 |
| Minimum | 0 |
|---|---|
| Maximum | 73.45474765 |
| Zeros | 6 |
| Zeros (%) | 33.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 272.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 4.227611325 |
| Q3 | 26.62968691 |
| 95-th percentile | 48.89468691 |
| Maximum | 73.45474765 |
| Range | 73.45474765 |
| Interquartile range (IQR) | 26.62968691 |
Descriptive statistics
| Standard deviation | 20.60036237 |
|---|---|
| Coefficient of variation (CV) | 1.314631843 |
| Kurtosis | 2.951526651 |
| Mean | 15.67006191 |
| Median Absolute Deviation (MAD) | 4.227611325 |
| Skewness | 1.628100144 |
| Sum | 250.7209906 |
| Variance | 424.3749296 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 3.64222265 | 1 | 5.6% |
| 26.195 | 1 | 5.6% |
| 29.83722265 | 1 | 5.6% |
| 27.93374765 | 1 | 5.6% |
| 40.708 | 1 | 5.6% |
| 4.813 | 1 | 5.6% |
| 73.45474765 | 1 | 5.6% |
| 18.715525 | 1 | 5.6% |
| 3.353 | 1 | 5.6% |
| (Missing) | 2 | 11.1% |
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 3.353 | 1 | 5.6% |
| 3.64222265 | 1 | 5.6% |
| 4.813 | 1 | 5.6% |
| 18.715525 | 1 | 5.6% |
| 22.068525 | 1 | 5.6% |
| 26.195 | 1 | 5.6% |
| 27.93374765 | 1 | 5.6% |
| 29.83722265 | 1 | 5.6% |
| 40.708 | 1 | 5.6% |
| Value | Count | Frequency (%) |
| 73.45474765 | 1 | |
| 40.708 | 1 | |
| 29.83722265 | 1 | |
| 27.93374765 | 1 | |
| 26.195 | 1 | |
| 22.068525 | 1 | |
| 18.715525 | 1 | |
| 4.813 | 1 | |
| 3.64222265 | 1 | |
| 3.353 | 1 |
other_quinolones_tonnes
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 11 |
|---|---|
| Distinct (%) | 68.8% |
| Missing | 2 |
| Missing (%) | 11.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.951423906 |
| Minimum | 0 |
|---|---|
| Maximum | 48.39944125 |
| Zeros | 6 |
| Zeros (%) | 33.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 272.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.469645 |
| Q3 | 7.412967 |
| 95-th percentile | 27.47828481 |
| Maximum | 48.39944125 |
| Range | 48.39944125 |
| Interquartile range (IQR) | 7.412967 |
Descriptive statistics
| Standard deviation | 12.88733781 |
|---|---|
| Coefficient of variation (CV) | 1.853913383 |
| Kurtosis | 7.220683697 |
| Mean | 6.951423906 |
| Median Absolute Deviation (MAD) | 0.469645 |
| Skewness | 2.578901101 |
| Sum | 111.2227825 |
| Variance | 166.0834758 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 0.83929 | 1 | 5.6% |
| 8.016018 | 1 | 5.6% |
| 20.504566 | 1 | 5.6% |
| 18.93956725 | 1 | 5.6% |
| 48.39944125 | 1 | 5.6% |
| 0.1 | 1 | 5.6% |
| 0.06985 | 1 | 5.6% |
| 3.9355 | 1 | 5.6% |
| 3.2066 | 1 | 5.6% |
| (Missing) | 2 | 11.1% |
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 0.06985 | 1 | 5.6% |
| 0.1 | 1 | 5.6% |
| 0.83929 | 1 | 5.6% |
| 3.2066 | 1 | 5.6% |
| 3.9355 | 1 | 5.6% |
| 7.21195 | 1 | 5.6% |
| 8.016018 | 1 | 5.6% |
| 18.93956725 | 1 | 5.6% |
| 20.504566 | 1 | 5.6% |
| Value | Count | Frequency (%) |
| 48.39944125 | 1 | |
| 20.504566 | 1 | |
| 18.93956725 | 1 | |
| 8.016018 | 1 | |
| 7.21195 | 1 | |
| 3.9355 | 1 | |
| 3.2066 | 1 | |
| 0.83929 | 1 | |
| 0.1 | 1 | |
| 0.06985 | 1 |
penicillins_tonnes
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 16 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 2 |
| Missing (%) | 11.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1737.647642 |
| Minimum | 0 |
|---|---|
| Maximum | 9762.798535 |
| Zeros | 1 |
| Zeros (%) | 5.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 272.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.01875 |
| Q1 | 6.60075 |
| median | 173.2224641 |
| Q3 | 2341.94033 |
| 95-th percentile | 6797.682681 |
| Maximum | 9762.798535 |
| Range | 9762.798535 |
| Interquartile range (IQR) | 2335.33958 |
Descriptive statistics
| Standard deviation | 2799.096347 |
|---|---|
| Coefficient of variation (CV) | 1.610853823 |
| Kurtosis | 3.664864619 |
| Mean | 1737.647642 |
| Median Absolute Deviation (MAD) | 173.2099641 |
| Skewness | 1.935579918 |
| Sum | 27802.36227 |
| Variance | 7834940.359 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | 5.6% |
| 9762.798535 | 1 | 5.6% |
| 4131.183598 | 1 | 5.6% |
| 206.9617572 | 1 | 5.6% |
| 3496.187582 | 1 | 5.6% |
| 401.5405669 | 1 | 5.6% |
| 23.96869235 | 1 | 5.6% |
| 4.881 | 1 | 5.6% |
| 1957.191246 | 1 | 5.6% |
| 0.025 | 1 | 5.6% |
| Other values (6) | 6 | |
| (Missing) | 2 | 11.1% |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.025 | 1 | |
| 2.525 | 1 | |
| 4.881 | 1 | |
| 7.174 | 1 | |
| 7.199 | 1 | |
| 23.96869235 | 1 | |
| 139.483171 | 1 | |
| 206.9617572 | 1 | |
| 401.5405669 | 1 |
| Value | Count | Frequency (%) |
| 9762.798535 | 1 | |
| 5809.31073 | 1 | |
| 4131.183598 | 1 | |
| 3496.187582 | 1 | |
| 1957.191246 | 1 | |
| 1851.932388 | 1 | |
| 401.5405669 | 1 | |
| 206.9617572 | 1 | |
| 139.483171 | 1 | |
| 23.96869235 | 1 |
pleuromutilins_tonnes
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 13 |
|---|---|
| Distinct (%) | 81.2% |
| Missing | 2 |
| Missing (%) | 11.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 332.6019644 |
| Minimum | 0 |
|---|---|
| Maximum | 1729.598751 |
| Zeros | 4 |
| Zeros (%) | 22.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 272.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2.7 |
| median | 44.18235687 |
| Q3 | 437.3337808 |
| 95-th percentile | 1303.818174 |
| Maximum | 1729.598751 |
| Range | 1729.598751 |
| Interquartile range (IQR) | 434.6337808 |
Descriptive statistics
| Standard deviation | 515.5147551 |
|---|---|
| Coefficient of variation (CV) | 1.54994501 |
| Kurtosis | 2.606410103 |
| Mean | 332.6019644 |
| Median Absolute Deviation (MAD) | 44.18235687 |
| Skewness | 1.774687968 |
| Sum | 5321.631431 |
| Variance | 265755.4627 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 37.98285687 | 1 | 5.6% |
| 12.399 | 1 | 5.6% |
| 50.38185687 | 1 | 5.6% |
| 3.6 | 1 | 5.6% |
| 369.8776425 | 1 | 5.6% |
| 1161.891315 | 1 | 5.6% |
| 194.2297932 | 1 | 5.6% |
| 1729.598751 | 1 | 5.6% |
| 225.3743949 | 1 | 5.6% |
| Other values (3) | 3 | |
| (Missing) | 2 |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 3.6 | 1 | 5.6% |
| 12.399 | 1 | 5.6% |
| 15.7585171 | 1 | 5.6% |
| 37.98285687 | 1 | 5.6% |
| 50.38185687 | 1 | 5.6% |
| 194.2297932 | 1 | 5.6% |
| 225.3743949 | 1 | 5.6% |
| 369.8776425 | 1 | 5.6% |
| 639.7021959 | 1 | 5.6% |
| Value | Count | Frequency (%) |
| 1729.598751 | 1 | |
| 1161.891315 | 1 | |
| 880.8351079 | 1 | |
| 639.7021959 | 1 | |
| 369.8776425 | 1 | |
| 225.3743949 | 1 | |
| 194.2297932 | 1 | |
| 50.38185687 | 1 | |
| 37.98285687 | 1 | |
| 15.7585171 | 1 |
polypeptides_tonnes
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 16 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 2 |
| Missing (%) | 11.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 968.7928245 |
| Minimum | 0 |
|---|---|
| Maximum | 5087.956944 |
| Zeros | 1 |
| Zeros (%) | 5.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 272.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0375 |
| Q1 | 18.98231098 |
| median | 339.9055394 |
| Q3 | 1572.817006 |
| 95-th percentile | 3563.976756 |
| Maximum | 5087.956944 |
| Range | 5087.956944 |
| Interquartile range (IQR) | 1553.834695 |
Descriptive statistics
| Standard deviation | 1427.768594 |
|---|---|
| Coefficient of variation (CV) | 1.473760496 |
| Kurtosis | 3.828667427 |
| Mean | 968.7928245 |
| Median Absolute Deviation (MAD) | 335.8348333 |
| Skewness | 1.94626271 |
| Sum | 15500.68519 |
| Variance | 2038523.157 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.134 | 1 | 5.6% |
| 5087.956944 | 1 | 5.6% |
| 645.4063026 | 1 | 5.6% |
| 22.64061055 | 1 | 5.6% |
| 445.3586104 | 1 | 5.6% |
| 169.3996694 | 1 | 5.6% |
| 8.007412247 | 1 | 5.6% |
| 0.05 | 1 | 5.6% |
| 234.4524684 | 1 | 5.6% |
| 502.087349 | 1 | 5.6% |
| Other values (6) | 6 | |
| (Missing) | 2 | 11.1% |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.05 | 1 | |
| 0.134 | 1 | |
| 8.007412247 | 1 | |
| 22.64061055 | 1 | |
| 50.47709385 | 1 | |
| 169.3996694 | 1 | |
| 234.4524684 | 1 | |
| 445.3586104 | 1 | |
| 502.087349 | 1 |
| Value | Count | Frequency (%) |
| 5087.956944 | 1 | |
| 3055.98336 | 1 | |
| 2016.979349 | 1 | |
| 1746.994022 | 1 | |
| 1514.758 | 1 | |
| 645.4063026 | 1 | |
| 502.087349 | 1 | |
| 445.3586104 | 1 | |
| 234.4524684 | 1 | |
| 169.3996694 | 1 |
quinoxalines_tonnes
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 7 |
|---|---|
| Distinct (%) | 43.8% |
| Missing | 2 |
| Missing (%) | 11.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 339.2315 |
| Minimum | 0 |
|---|---|
| Maximum | 1381.267 |
| Zeros | 8 |
| Zeros (%) | 44.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 272.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.075 |
| Q3 | 354.14875 |
| 95-th percentile | 1355.059 |
| Maximum | 1381.267 |
| Range | 1381.267 |
| Interquartile range (IQR) | 354.14875 |
Descriptive statistics
| Standard deviation | 595.8233839 |
|---|---|
| Coefficient of variation (CV) | 1.756391679 |
| Kurtosis | -0.429067892 |
| Mean | 339.2315 |
| Median Absolute Deviation (MAD) | 0.075 |
| Skewness | 1.279008185 |
| Sum | 5427.704 |
| Variance | 355005.5048 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 8 | |
| 1312.213 | 2 | 11.1% |
| 20.372 | 2 | 11.1% |
| 34.794 | 1 | 5.6% |
| 1346.323 | 1 | 5.6% |
| 1381.267 | 1 | 5.6% |
| 0.15 | 1 | 5.6% |
| (Missing) | 2 | 11.1% |
| Value | Count | Frequency (%) |
| 0 | 8 | |
| 0.15 | 1 | 5.6% |
| 20.372 | 2 | 11.1% |
| 34.794 | 1 | 5.6% |
| 1312.213 | 2 | 11.1% |
| 1346.323 | 1 | 5.6% |
| 1381.267 | 1 | 5.6% |
| Value | Count | Frequency (%) |
| 1381.267 | 1 | 5.6% |
| 1346.323 | 1 | 5.6% |
| 1312.213 | 2 | 11.1% |
| 34.794 | 1 | 5.6% |
| 20.372 | 2 | 11.1% |
| 0.15 | 1 | 5.6% |
| 0 | 8 |
streptogramins_tonnes
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 13 |
|---|---|
| Distinct (%) | 81.2% |
| Missing | 2 |
| Missing (%) | 11.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 120.5466441 |
| Minimum | 0 |
|---|---|
| Maximum | 489.4000765 |
| Zeros | 4 |
| Zeros (%) | 22.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 272.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.003 |
| median | 3.415193265 |
| Q3 | 126.7440574 |
| 95-th percentile | 477.2942691 |
| Maximum | 489.4000765 |
| Range | 489.4000765 |
| Interquartile range (IQR) | 126.7410574 |
Descriptive statistics
| Standard deviation | 211.0035213 |
|---|---|
| Coefficient of variation (CV) | 1.750389012 |
| Kurtosis | -0.4309626369 |
| Mean | 120.5466441 |
| Median Absolute Deviation (MAD) | 3.415193265 |
| Skewness | 1.278619868 |
| Sum | 1928.746306 |
| Variance | 44522.48602 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 4.86238653 | 1 | 5.6% |
| 464.775 | 1 | 5.6% |
| 469.6373865 | 1 | 5.6% |
| 0.004 | 1 | 5.6% |
| 14.06707653 | 1 | 5.6% |
| 473.259 | 1 | 5.6% |
| 1.968 | 1 | 5.6% |
| 489.4000765 | 1 | 5.6% |
| 0.102 | 1 | 5.6% |
| Other values (3) | 3 | |
| (Missing) | 2 |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 0.004 | 1 | 5.6% |
| 0.102 | 1 | 5.6% |
| 0.272 | 1 | 5.6% |
| 1.968 | 1 | 5.6% |
| 4.86238653 | 1 | 5.6% |
| 5.06369 | 1 | 5.6% |
| 5.33569 | 1 | 5.6% |
| 14.06707653 | 1 | 5.6% |
| 464.775 | 1 | 5.6% |
| Value | Count | Frequency (%) |
| 489.4000765 | 1 | |
| 473.259 | 1 | |
| 469.6373865 | 1 | |
| 464.775 | 1 | |
| 14.06707653 | 1 | |
| 5.33569 | 1 | |
| 5.06369 | 1 | |
| 4.86238653 | 1 | |
| 1.968 | 1 | |
| 0.272 | 1 |
sulfonamides__including_trimethoprim_tonnes
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 16 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 2 |
| Missing (%) | 11.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 659.0270899 |
| Minimum | 0 |
|---|---|
| Maximum | 3535.46887 |
| Zeros | 1 |
| Zeros (%) | 5.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 272.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.5775 |
| Q1 | 3.4585 |
| median | 130.8206039 |
| Q3 | 939.2614682 |
| 95-th percentile | 2302.951252 |
| Maximum | 3535.46887 |
| Range | 3535.46887 |
| Interquartile range (IQR) | 935.8029682 |
Descriptive statistics
| Standard deviation | 1008.305397 |
|---|---|
| Coefficient of variation (CV) | 1.529990819 |
| Kurtosis | 3.407854777 |
| Mean | 659.0270899 |
| Median Absolute Deviation (MAD) | 129.8731039 |
| Skewness | 1.851615599 |
| Sum | 10544.43344 |
| Variance | 1016679.774 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.863 | 1 | 5.6% |
| 3535.46887 | 1 | 5.6% |
| 1732.114849 | 1 | 5.6% |
| 165.7287011 | 1 | 5.6% |
| 1367.802237 | 1 | 5.6% |
| 158.2108304 | 1 | 5.6% |
| 39.24808051 | 1 | 5.6% |
| 2.245 | 1 | 5.6% |
| 741.2669018 | 1 | 5.6% |
| 0 | 1 | 5.6% |
| Other values (6) | 6 | |
| (Missing) | 2 | 11.1% |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.77 | 1 | |
| 1.125 | 1 | |
| 2.245 | 1 | |
| 3.863 | 1 | |
| 4.633 | 1 | |
| 39.24808051 | 1 | |
| 103.4303775 | 1 | |
| 158.2108304 | 1 | |
| 165.7287011 | 1 |
| Value | Count | Frequency (%) |
| 3535.46887 | 1 | |
| 1892.112046 | 1 | |
| 1732.114849 | 1 | |
| 1367.802237 | 1 | |
| 796.4145453 | 1 | |
| 741.2669018 | 1 | |
| 165.7287011 | 1 | |
| 158.2108304 | 1 | |
| 103.4303775 | 1 | |
| 39.24808051 | 1 |
tetracyclines_tonnes
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 16 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 2 |
| Missing (%) | 11.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5530.539968 |
| Minimum | 3.902 |
|---|---|
| Maximum | 28151.98723 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 272.0 B |
Quantile statistics
| Minimum | 3.902 |
|---|---|
| 5-th percentile | 4.585009175 |
| Q1 | 77.18482762 |
| median | 1530.458544 |
| Q3 | 9459.436856 |
| 95-th percentile | 19459.93731 |
| Maximum | 28151.98723 |
| Range | 28148.08523 |
| Interquartile range (IQR) | 9382.252029 |
Descriptive statistics
| Standard deviation | 8085.311837 |
|---|---|
| Coefficient of variation (CV) | 1.461938958 |
| Kurtosis | 2.995263137 |
| Mean | 5530.539968 |
| Median Absolute Deviation (MAD) | 1524.040705 |
| Skewness | 1.772729241 |
| Sum | 88488.63949 |
| Variance | 65372267.5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.902 | 1 | 5.6% |
| 28151.98723 | 1 | 5.6% |
| 3798.948836 | 1 | 5.6% |
| 365.0991754 | 1 | 5.6% |
| 2778.476279 | 1 | 5.6% |
| 548.0339444 | 1 | 5.6% |
| 99.31643683 | 1 | 5.6% |
| 10.79 | 1 | 5.6% |
| 2320.569042 | 1 | 5.6% |
| 4.8126789 | 1 | 5.6% |
| Other values (6) | 6 | |
| (Missing) | 2 | 11.1% |
| Value | Count | Frequency (%) |
| 3.902 | 1 | |
| 4.8126789 | 1 | |
| 8.023 | 1 | |
| 10.79 | 1 | |
| 99.31643683 | 1 | |
| 365.0991754 | 1 | |
| 548.0339444 | 1 | |
| 740.3480467 | 1 | |
| 2320.569042 | 1 | |
| 2778.476279 | 1 |
| Value | Count | Frequency (%) |
| 28151.98723 | 1 | |
| 16562.58734 | 1 | |
| 12293.38368 | 1 | |
| 12284.669 | 1 | |
| 8517.692808 | 1 | |
| 3798.948836 | 1 | |
| 2778.476279 | 1 | |
| 2320.569042 | 1 | |
| 740.3480467 | 1 | |
| 548.0339444 | 1 |
others_tonnes
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 14 |
|---|---|
| Distinct (%) | 87.5% |
| Missing | 2 |
| Missing (%) | 11.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 190.615218 |
| Minimum | 0 |
|---|---|
| Maximum | 1228.385873 |
| Zeros | 3 |
| Zeros (%) | 16.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 272.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2.58749555 |
| median | 26.05958207 |
| Q3 | 226.2303 |
| 95-th percentile | 826.0410979 |
| Maximum | 1228.385873 |
| Range | 1228.385873 |
| Interquartile range (IQR) | 223.6428044 |
Descriptive statistics
| Standard deviation | 338.7567022 |
|---|---|
| Coefficient of variation (CV) | 1.777175536 |
| Kurtosis | 5.652941685 |
| Mean | 190.615218 |
| Median Absolute Deviation (MAD) | 26.05958207 |
| Skewness | 2.358010849 |
| Sum | 3049.843487 |
| Variance | 114756.1033 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 19.25 | 1 | 5.6% |
| 221.4178 | 1 | 5.6% |
| 240.6678 | 1 | 5.6% |
| 23.58468415 | 1 | 5.6% |
| 444.9947622 | 1 | 5.6% |
| 691.9261727 | 1 | 5.6% |
| 67.88025437 | 1 | 5.6% |
| 1228.385873 | 1 | 5.6% |
| 3.1968 | 1 | 5.6% |
| Other values (4) | 4 | |
| (Missing) | 2 |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 0.7595822 | 1 | 5.6% |
| 3.1968 | 1 | 5.6% |
| 19.25 | 1 | 5.6% |
| 23.377208 | 1 | 5.6% |
| 23.58468415 | 1 | 5.6% |
| 28.53448 | 1 | 5.6% |
| 55.8680702 | 1 | 5.6% |
| 67.88025437 | 1 | 5.6% |
| 221.4178 | 1 | 5.6% |
| Value | Count | Frequency (%) |
| 1228.385873 | 1 | |
| 691.9261727 | 1 | |
| 444.9947622 | 1 | |
| 240.6678 | 1 | |
| 221.4178 | 1 | |
| 67.88025437 | 1 | |
| 55.8680702 | 1 | |
| 28.53448 | 1 | |
| 23.58468415 | 1 | |
| 23.377208 | 1 |
aggregated_class_data_tonnes
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 12 |
|---|---|
| Distinct (%) | 75.0% |
| Missing | 2 |
| Missing (%) | 11.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 246.304368 |
| Minimum | 0 |
|---|---|
| Maximum | 1532.366004 |
| Zeros | 4 |
| Zeros (%) | 22.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 272.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.04125 |
| median | 48.84916 |
| Q3 | 213.094 |
| 95-th percentile | 1390.016679 |
| Maximum | 1532.366004 |
| Range | 1532.366004 |
| Interquartile range (IQR) | 213.05275 |
Descriptive statistics
| Standard deviation | 474.6103055 |
|---|---|
| Coefficient of variation (CV) | 1.92692606 |
| Kurtosis | 4.556652199 |
| Mean | 246.304368 |
| Median Absolute Deviation (MAD) | 48.84916 |
| Skewness | 2.367382862 |
| Sum | 3940.869888 |
| Variance | 225254.9421 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 2.112 | 2 | |
| 212.566 | 1 | 5.6% |
| 214.678 | 1 | 5.6% |
| 1342.566904 | 1 | 5.6% |
| 177.2729 | 1 | 5.6% |
| 10.4142 | 1 | 5.6% |
| 1532.366004 | 1 | 5.6% |
| 87.28412 | 1 | 5.6% |
| 136.05182 | 1 | 5.6% |
| Other values (2) | 2 | |
| (Missing) | 2 |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 0.055 | 1 | 5.6% |
| 2.112 | 2 | |
| 10.4142 | 1 | 5.6% |
| 87.28412 | 1 | 5.6% |
| 136.05182 | 1 | 5.6% |
| 177.2729 | 1 | 5.6% |
| 212.566 | 1 | 5.6% |
| 214.678 | 1 | 5.6% |
| 223.39094 | 1 | 5.6% |
| Value | Count | Frequency (%) |
| 1532.366004 | 1 | |
| 1342.566904 | 1 | |
| 223.39094 | 1 | |
| 214.678 | 1 | |
| 212.566 | 1 | |
| 177.2729 | 1 | |
| 136.05182 | 1 | |
| 87.28412 | 1 | |
| 10.4142 | 1 | |
| 2.112 | 2 |
total_antimicrobials_tonnes
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 6 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 12 |
| Missing (%) | 66.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23150.84328 |
| Minimum | 33.924 |
|---|---|
| Maximum | 69452.52985 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 272.0 B |
Quantile statistics
| Minimum | 33.924 |
|---|---|
| 5-th percentile | 377.9874704 |
| Q1 | 2922.04739 |
| median | 13299.44924 |
| Q3 | 35842.45775 |
| 95-th percentile | 62441.77976 |
| Maximum | 69452.52985 |
| Range | 69418.60585 |
| Interquartile range (IQR) | 32920.41036 |
Descriptive statistics
| Standard deviation | 27373.80981 |
|---|---|
| Coefficient of variation (CV) | 1.182410916 |
| Kurtosis | 0.3288960083 |
| Mean | 23150.84328 |
| Median Absolute Deviation (MAD) | 12577.3983 |
| Skewness | 1.152386366 |
| Sum | 138905.0597 |
| Variance | 749325463.5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1410.177882 | 1 | 5.6% |
| 19141.24257 | 1 | 5.6% |
| 41409.52948 | 1 | 5.6% |
| 7457.655917 | 1 | 5.6% |
| 69452.52985 | 1 | 5.6% |
| 33.924 | 1 | 5.6% |
| (Missing) | 12 |
| Value | Count | Frequency (%) |
| 33.924 | 1 | |
| 1410.177882 | 1 | |
| 7457.655917 | 1 | |
| 19141.24257 | 1 | |
| 41409.52948 | 1 | |
| 69452.52985 | 1 |
| Value | Count | Frequency (%) |
| 69452.52985 | 1 | |
| 41409.52948 | 1 | |
| 19141.24257 | 1 | |
| 7457.655917 | 1 | |
| 1410.177882 | 1 | |
| 33.924 | 1 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| scope | region | number_of_countries | aminoglycosides_tonnes | amphenicols_tonnes | arsenicals_tonnes | cephalosporins__all_generations_tonnes | 1_2_gen__cephalosporins_tonnes | 3_4_gen_cephalosporins_tonnes | fluoroquinolones_tonnes | glycopeptides_tonnes | glycophospholipids_tonnes | lincosamides_tonnes | macrolides_tonnes | nitrofurans_tonnes | orthosomycins_tonnes | other_quinolones_tonnes | penicillins_tonnes | pleuromutilins_tonnes | polypeptides_tonnes | quinoxalines_tonnes | streptogramins_tonnes | sulfonamides__including_trimethoprim_tonnes | tetracyclines_tonnes | others_tonnes | aggregated_class_data_tonnes | total_antimicrobials_tonnes | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | AGP | Africa | 1.0 | 0.000000 | 0.000000 | 0.000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.134000 | 0.000 | 0.000000 | 3.863000 | 3.902000 | 19.250000 | 2.112000 | NaN |
| 1 | AGP | Americas | 5.0 | 0.000000 | 0.000000 | 0.000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000 | 13.907807 | 22.021078 | 62.463052 | 0.000000 | 3.642223 | 0.000000 | 0.025000 | 37.982857 | 502.087349 | 0.000 | 4.862387 | 0.000000 | 4.812679 | 221.417800 | 212.566000 | NaN |
| 2 | AGP | Asia, Far East and Oceania | 6.0 | 0.707000 | 0.000000 | 74.440 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000 | 97.183000 | 0.210000 | 1174.582000 | 0.000000 | 26.195000 | 0.000000 | 7.174000 | 12.399000 | 1514.758000 | 1312.213 | 464.775000 | 0.770000 | 12284.669000 | 0.000000 | 0.000000 | NaN |
| 3 | AGP | Europe | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 4 | AGP | Global | 12.0 | 0.707000 | 0.000000 | 74.440 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000 | 111.090807 | 22.231078 | 1237.045052 | 0.000000 | 29.837223 | 0.000000 | 7.199000 | 50.381857 | 2016.979349 | 1312.213 | 469.637387 | 4.633000 | 12293.383679 | 240.667800 | 214.678000 | NaN |
| 5 | AGP | Middle East | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 6 | All | Africa | 24.0 | 33.651544 | 20.410307 | 0.011 | 10.017900 | 0.026490 | 0.087410 | 91.397798 | 1.000 | 110.000000 | 1.364530 | 78.341480 | 0.166660 | 0.000000 | 0.839290 | 139.483171 | 3.600000 | 50.477094 | 0.000 | 0.004000 | 103.430377 | 740.348047 | 23.584684 | 2.112000 | 1410.177882 |
| 7 | All | Americas | 19.0 | 762.375783 | 739.797925 | 51.900 | 116.274105 | 55.612756 | 25.316200 | 428.545485 | 0.000 | 34.701407 | 379.673996 | 1472.387546 | 0.303411 | 27.933748 | 8.016018 | 1851.932388 | 369.877642 | 1746.994022 | 34.794 | 14.067077 | 796.414545 | 8517.692808 | 444.994762 | 1342.566904 | 19141.242572 |
| 8 | All | Asia, Far East and Oceania | 22.0 | 1425.663333 | 2422.624924 | 74.440 | 421.646907 | 27.308859 | 303.072048 | 867.534578 | 0.000 | 99.261000 | 647.311939 | 3981.087715 | 3.211659 | 40.708000 | 20.504566 | 5809.310730 | 1161.891315 | 3055.983360 | 1346.323 | 473.259000 | 1892.112046 | 16562.587336 | 691.926173 | 177.272900 | 41409.529480 |
| 9 | All | Europe | 41.0 | 527.643318 | 243.873176 | 0.000 | 44.660104 | 25.717692 | 17.566309 | 219.001668 | 0.503 | 0.084000 | 303.676439 | 565.376992 | 0.412746 | 4.813000 | 18.939567 | 1957.191246 | 194.229793 | 234.452468 | 0.000 | 1.968000 | 741.266902 | 2320.569042 | 67.880254 | 10.414200 | 7457.655917 |
Last rows
| scope | region | number_of_countries | aminoglycosides_tonnes | amphenicols_tonnes | arsenicals_tonnes | cephalosporins__all_generations_tonnes | 1_2_gen__cephalosporins_tonnes | 3_4_gen_cephalosporins_tonnes | fluoroquinolones_tonnes | glycopeptides_tonnes | glycophospholipids_tonnes | lincosamides_tonnes | macrolides_tonnes | nitrofurans_tonnes | orthosomycins_tonnes | other_quinolones_tonnes | penicillins_tonnes | pleuromutilins_tonnes | polypeptides_tonnes | quinoxalines_tonnes | streptogramins_tonnes | sulfonamides__including_trimethoprim_tonnes | tetracyclines_tonnes | others_tonnes | aggregated_class_data_tonnes | total_antimicrobials_tonnes | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | All | Asia, Far East and Oceania | 22.0 | 1425.663333 | 2422.624924 | 74.440 | 421.646907 | 27.308859 | 303.072048 | 867.534578 | 0.000 | 99.261000 | 647.311939 | 3981.087715 | 3.211659 | 40.708000 | 20.504566 | 5809.310730 | 1161.891315 | 3055.983360 | 1346.323 | 473.259000 | 1892.112046 | 16562.587336 | 691.926173 | 177.272900 | 41409.529480 |
| 9 | All | Europe | 41.0 | 527.643318 | 243.873176 | 0.000 | 44.660104 | 25.717692 | 17.566309 | 219.001668 | 0.503 | 0.084000 | 303.676439 | 565.376992 | 0.412746 | 4.813000 | 18.939567 | 1957.191246 | 194.229793 | 234.452468 | 0.000 | 1.968000 | 741.266902 | 2320.569042 | 67.880254 | 10.414200 | 7457.655917 |
| 10 | All | Global | 109.0 | 2753.984977 | 3428.306333 | 126.351 | 592.799016 | 108.665798 | 346.041967 | 1607.208530 | 1.848 | 244.046407 | 1332.086904 | 6105.203733 | 4.104475 | 73.454748 | 48.399441 | 9762.798535 | 1729.598751 | 5087.956944 | 1381.267 | 489.400077 | 3535.468870 | 28151.987233 | 1228.385873 | 1532.366004 | 69452.529850 |
| 11 | All | Middle East | 3.0 | 4.651000 | 1.600000 | 0.000 | 0.200000 | 0.000000 | 0.000000 | 0.729000 | 0.345 | 0.000000 | 0.060000 | 8.010000 | 0.010000 | 0.000000 | 0.100000 | 4.881000 | 0.000000 | 0.050000 | 0.150 | 0.102000 | 2.245000 | 10.790000 | 0.000000 | 0.000000 | 33.924000 |
| 12 | Terrestrial Food Producing | Africa | 6.0 | 3.801686 | 9.354800 | 0.000 | 0.076140 | 0.002000 | 0.000340 | 21.774200 | 0.000 | 110.000000 | 0.028900 | 25.859300 | 0.138000 | 0.000000 | 0.069850 | 23.968692 | 0.000000 | 8.007412 | 0.000 | 0.000000 | 39.248081 | 99.316437 | 3.196800 | 0.000000 | NaN |
| 13 | Terrestrial Food Producing | Americas | 11.0 | 166.507404 | 96.027344 | 51.900 | 49.938945 | 43.175099 | 6.762846 | 173.171562 | 0.000 | 0.000000 | 50.154780 | 307.948540 | 0.000000 | 18.715525 | 0.000000 | 401.540567 | 225.374395 | 169.399669 | 0.000 | 5.063690 | 158.210830 | 548.033944 | 23.377208 | 87.284120 | NaN |
| 14 | Terrestrial Food Producing | Asia, Far East and Oceania | 9.0 | 1210.699213 | 2141.469115 | 0.000 | 306.596362 | 17.315807 | 289.280554 | 474.698591 | 0.000 | 0.000000 | 490.942579 | 2131.053008 | 0.000000 | 3.353000 | 3.935500 | 3496.187582 | 639.702196 | 445.358610 | 20.372 | 0.272000 | 1367.802237 | 2778.476279 | 28.534480 | 136.051820 | NaN |
| 15 | Terrestrial Food Producing | Europe | 10.0 | 81.437792 | 28.009867 | 0.000 | 1.752116 | 2.245446 | 1.126170 | 4.362776 | 0.000 | 0.000000 | 10.198145 | 70.045610 | 0.001000 | 0.000000 | 3.206600 | 206.961757 | 15.758517 | 22.640611 | 0.000 | 0.000000 | 165.728701 | 365.099175 | 0.759582 | 0.055000 | NaN |
| 16 | Terrestrial Food Producing | Global | 37.0 | 1465.416094 | 2276.361126 | 51.900 | 358.363563 | 62.738353 | 297.169910 | 674.167129 | 0.255 | 110.000000 | 551.324404 | 2542.696458 | 0.139000 | 22.068525 | 7.211950 | 4131.183598 | 880.835108 | 645.406303 | 20.372 | 5.335690 | 1732.114849 | 3798.948836 | 55.868070 | 223.390940 | NaN |
| 17 | Terrestrial Food Producing | Middle East | 1.0 | 2.970000 | 1.500000 | 0.000 | 0.000000 | 0.000000 | 0.000000 | 0.160000 | 0.255 | 0.000000 | 0.000000 | 7.790000 | 0.000000 | 0.000000 | 0.000000 | 2.525000 | 0.000000 | 0.000000 | 0.000 | 0.000000 | 1.125000 | 8.023000 | 0.000000 | 0.000000 | NaN |